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.claude/skills/few-shot-learning-patterns/SKILL.md

Category: General  ·  Sub-category: ai-tooling  ·  Last updated:
ai:claude
Few-Shot Learning（少数例示学習）のパターンとベストプラクティスを提供するスキル。 効果的な例示の設計、構造化、配置により、AIの出力品質を大幅に向上させます。 専門分野: - 例示設計: 効果的な入出力ペアの作成 - パターン構造: 例示の形式と配置最適化 - ドメイン適応: 領域特化した例示戦略 - 品質制御: 例示の一貫性と多様性のバランス 使用タイミング: - AIに特定の出力形式を学習させたい時 - 複雑なタスクの期待出力を示したい時 - 一貫した出力スタイルを確立したい時 - Zero-Shotで十分な結果が得られない時 Use proactively when designing AI prompts with examples, establishing output patterns, or improving response consistency.
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What this skill does

.claude/skills/few-shot-learning-patterns/SKILL.md is a community-contributed Claude Code skill in the ai-tooling sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/claude-skills-few-shot-learning-patterns-skill-md/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The .claude/skills/few-shot-learning-patterns/SKILL.md Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 115,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/claude-skills-few-shot-learning-patterns-skill-md
curl -L https://claudskills.com/skills/claude-skills-few-shot-learning-patterns-skill-md/SKILL.md \
  -o ~/.claude/skills/claude-skills-few-shot-learning-patterns-skill-md/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/claude-skills-few-shot-learning-patterns-skill-md/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/claude-skills-few-shot-learning-patterns-skill-md/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\claude-skills-few-shot-learning-patterns-skill-md\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the .claude/skills/few-shot-learning-patterns/SKILL.md Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/claude-skills-few-shot-learning-patterns-skill-md/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the .claude/skills/few-shot-learning-patterns/SKILL.md skill do?
Few-Shot Learning（少数例示学習）のパターンとベストプラクティスを提供するスキル。 効果的な例示の設計、構造化、配置により、AIの出力品質を大幅に向上させます。 専門分野: - 例示設計: 効果的な入出力ペアの作成 - パターン構造: 例示の形式と配置最適化 - ドメイン適応: 領域特化した例示戦略 - 品質制御: 例示の一貫性と多様性のバランス 使用タイミング: - AIに特定の出力形式を学習させたい時 - 複雑なタスクの期待出力を示したい時 - 一貫した出力スタイルを確立したい時 - Zero-Shotで十分な結果が得られない時 Use proactively when designing AI prompts with examples, establishing output patterns, or improving response consistency.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the .claude/skills/few-shot-learning-patterns/SKILL.md skill?
Use .claude/skills/few-shot-learning-patterns/SKILL.md when your Claude Code task falls under the General category — specifically in the ai tooling area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use .claude/skills/few-shot-learning-patterns/SKILL.md" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the .claude/skills/few-shot-learning-patterns/SKILL.md skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. .claude/skills/few-shot-learning-patterns/SKILL.md is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ClaudSkills. (2026). .claude/skills/few-shot-learning-patterns/SKILL.md [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/claude-skills-few-shot-learning-patterns-skill-md/
BibTeX
@misc{claude-skills-few-shot-learning-patterns-skill-md-2026,
  author    = {ClaudSkills},
  title     = {.claude/skills/few-shot-learning-patterns/SKILL.md [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/claude-skills-few-shot-learning-patterns-skill-md/}
}

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Grade A · scanned 2026-06-13 — free static scan against the OWASP Agentic Skills Top 10.

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